Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9546078 | 0.8343841 | 0.5538182 |
| bt | 0.9166438 | 0.7769859 | 0.3739632 |
| maxnet | 0.8984157 | 0.7093361 | NA |
| gam | 0.8952360 | 0.6735925 | 0.3605711 |
| glm | 0.8955101 | 0.7174497 | 0.3409201 |